Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: PPAPDC1B

Gene summary for PPAPDC1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPAPDC1B

Gene ID

84513

Gene namephospholipid phosphatase 5
Gene AliasDPPL1
Cytomap8p11.23
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

A0A140VK38


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
84513PPAPDC1BGSM5353216_PA_PB1A_Pool_1_3_S50_L002HumanProstateTumor7.14e-065.69e-010.159
84513PPAPDC1BGSM5353217_PA_PB1A_Pool_2_S107_L004HumanProstateTumor3.39e-099.79e-010.156
84513PPAPDC1BGSM5353218_PA_PB1B_Pool_1_2_S74_L003HumanProstateTumor7.60e-044.59e-010.1479
84513PPAPDC1BGSM5353220_PA_PB1B_Pool_3_S51_L002HumanProstateTumor9.10e-108.96e-010.1531
84513PPAPDC1BGSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor1.25e-176.34e-010.1633
84513PPAPDC1BGSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor6.49e-154.62e-010.1608
84513PPAPDC1BGSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor6.09e-104.05e-010.1604
84513PPAPDC1BGSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor3.78e-165.79e-010.1621
84513PPAPDC1BGSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor1.83e-096.32e-010.1619
84513PPAPDC1BGSM5353226_PA_PR5196-2_Pool_1_2_3_S54_L002HumanProstateTumor6.72e-086.11e-010.159
84513PPAPDC1BGSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor8.34e-052.84e-010.1602
84513PPAPDC1BGSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor2.14e-147.49e-010.1608
84513PPAPDC1BGSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor1.03e-118.71e-010.1622
84513PPAPDC1BGSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor1.62e-083.57e-010.1575
84513PPAPDC1BGSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor3.90e-063.37e-010.1545
84513PPAPDC1BGSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor1.34e-032.55e-010.1569
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005615LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa0056112LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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